Abstract:
The kernel density estimator based on the sinc kernel is investigated. The main attention is paid to the analysis of the integrated mean squared for finite sample sizes (nanosymptotic). The problems of estimation of the mode and of estimation of density derivatives are also considered.
Keywords:nonparametric density estimator; kernel estimator; kernel of infinite order.